Machine learning for sustainable development /

The book will focus on the applications of machine learning for sustainable development. Machine learning (ML) is an emerging technique whose diffusion and adoption in various sectors (such as energy, agriculture, internet of things, infrastructure) will be of enormous benefit. The state of the art...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Hiran, Kamal Kant, 1982- (Editor ), Khazanchi, Deepak (Editor , Contribuidor), Vyas, Ajay Kumar (Editor ), Sanjeevikumar, Padmanaban, 1978- (Editor ), Alsharif, Futoon (Contribuidor), Aluvalu, Rajanikanth (Contribuidor), Bandhu, Kailash Chandra (Contribuidor), Bashawyah, Doaa A. (Contribuidor), Bhansali, Ashok (Contribuidor), Chhabra Gandhi, Geeta (Contribuidor), Dadhich, Manish (Contribuidor), Dadhich, Shruti (Contribuidor), Doshi, Ruchi (Contribuidor), Guha, Radha (Contribuidor), Guruvare, Shyamala (Contribuidor), Hegde, Roopa B. (Contribuidor), Jain, Vipin (Contribuidor), Jayaprakash, Sujith (Contribuidor), Kalla, Mukesh (Contribuidor), Kant Hiran, Kamal (Editor ), Kathiresan, V. (Contribuidor), Keerthi Chennam, Krishna (Contribuidor), Kudva, Vidya (Contribuidor), Kumar Vyas, Ajay (Editor ), Lakhwani, Kamlesh (Contribuidor), Maheswari, Uma V. (Contribuidor), Mahrishi, Mehul (Contribuidor), Mathew, Ammu Anna (Contribuidor), Mishra, Anoop (Contribuidor), Mithal, Amit (Contribuidor), Mittal, Rohit (Contribuidor), Morwal, Sudha (Contribuidor), Padmanaban, Sanjeevikumar (Editor ), Pathak, Vibhakar (Contribuidor), Prasad, Keerthana (Contribuidor), Qaisar, Saeed Mian (Contribuidor), Saxena, Swati (Contribuidor), Shanmugapriya, N. (Contribuidor), Sharma, Girish (Contribuidor), Singh, Brij Mohan (Contribuidor), Subasi, Abdulhamit (Contribuidor), Tripathi, Abhishek (Contribuidor), Vivekanandan, S. (Contribuidor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin ; Boston : Walter de Gruyter GmbH, [2021]
Colección:De Gruyter frontiers in computational intelligence ; v. 9.
Temas:
Sustainable development.
Machine learning.
Artificial intelligence.
Internet of things.
Artificial Intelligence
Développement durable.
Apprentissage automatique.
Intelligence artificielle.
Internet des objets.
sustainable development.
artificial intelligence.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Chapter 1. A framework for applying artificial intelligence (AI) with Internet of nanothings (IoNT)
  • Chapter 2 Opportunities and challenges in transforming higher education through machine learning
  • Chapter 3 Efficient renewable energy integration: a pertinent problem and advanced time series data analytics solution
  • Chapter 4 A comprehensive review on the application of machine learning techniques for analyzing the smart meter data
  • Chapter 5 Application of machine learning algorithms for facial expression analysis
  • Chapter 6 Prediction of quality analysis for crop based on machine learning model
  • Chapter 7 Data model recommendations for real-time machine learning applications: a suggestive approach
  • Chapter 8 Machine learning for sustainable agriculture
  • Chapter 9 Application of machine learning in SLAM algorithms
  • Chapter 10 Machine learning for weather forecasting
  • Chapter 11 Applications of conventional machine learning and deep learning for automation of diagnosis: case study
  • Index

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